CN108062721A - Income distribution method, device and system for industrial park comprehensive energy system - Google Patents
Income distribution method, device and system for industrial park comprehensive energy system Download PDFInfo
- Publication number
- CN108062721A CN108062721A CN201711322691.7A CN201711322691A CN108062721A CN 108062721 A CN108062721 A CN 108062721A CN 201711322691 A CN201711322691 A CN 201711322691A CN 108062721 A CN108062721 A CN 108062721A
- Authority
- CN
- China
- Prior art keywords
- energy
- value
- cooperation
- income
- industrial park
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 58
- 238000012545 processing Methods 0.000 claims abstract description 62
- 230000008901 benefit Effects 0.000 claims abstract description 26
- 238000006243 chemical reaction Methods 0.000 claims abstract description 15
- 238000005259 measurement Methods 0.000 claims description 18
- 238000004146 energy storage Methods 0.000 claims description 15
- 230000002452 interceptive effect Effects 0.000 claims description 15
- 238000012544 monitoring process Methods 0.000 claims description 8
- 238000004590 computer program Methods 0.000 claims description 4
- 238000011002 quantification Methods 0.000 abstract 1
- 238000010586 diagram Methods 0.000 description 19
- 230000006870 function Effects 0.000 description 15
- 230000005611 electricity Effects 0.000 description 12
- 230000009286 beneficial effect Effects 0.000 description 8
- 230000008569 process Effects 0.000 description 8
- 230000005540 biological transmission Effects 0.000 description 6
- 238000010248 power generation Methods 0.000 description 6
- 238000012546 transfer Methods 0.000 description 6
- 238000001816 cooling Methods 0.000 description 3
- 230000000694 effects Effects 0.000 description 3
- 238000005516 engineering process Methods 0.000 description 3
- 238000013178 mathematical model Methods 0.000 description 3
- 230000004044 response Effects 0.000 description 3
- XLYOFNOQVPJJNP-UHFFFAOYSA-N water Substances O XLYOFNOQVPJJNP-UHFFFAOYSA-N 0.000 description 3
- 230000002457 bidirectional effect Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 238000010276 construction Methods 0.000 description 2
- 240000002853 Nelumbo nucifera Species 0.000 description 1
- 235000006508 Nelumbo nucifera Nutrition 0.000 description 1
- 235000006510 Nelumbo pentapetala Nutrition 0.000 description 1
- 238000004378 air conditioning Methods 0.000 description 1
- 230000006399 behavior Effects 0.000 description 1
- 230000015572 biosynthetic process Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 239000004744 fabric Substances 0.000 description 1
- 238000010438 heat treatment Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 238000005065 mining Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000005457 optimization Methods 0.000 description 1
- 238000013139 quantization Methods 0.000 description 1
- 238000003786 synthesis reaction Methods 0.000 description 1
- 230000007474 system interaction Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/06—Energy or water supply
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0201—Market modelling; Market analysis; Collecting market data
Landscapes
- Business, Economics & Management (AREA)
- Engineering & Computer Science (AREA)
- Strategic Management (AREA)
- Finance (AREA)
- Economics (AREA)
- Development Economics (AREA)
- Accounting & Taxation (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Entrepreneurship & Innovation (AREA)
- Theoretical Computer Science (AREA)
- Marketing (AREA)
- General Business, Economics & Management (AREA)
- General Health & Medical Sciences (AREA)
- Tourism & Hospitality (AREA)
- Water Supply & Treatment (AREA)
- Data Mining & Analysis (AREA)
- Public Health (AREA)
- Human Resources & Organizations (AREA)
- Primary Health Care (AREA)
- Game Theory and Decision Science (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
The invention relates to a method, a device and a system for allocating profits of an industrial park comprehensive energy system, wherein the method for allocating the profits of the industrial park comprehensive energy system comprises the following steps: when a preset scheduling time period comes, carrying out income conversion on the obtained original data of each energy system to obtain an independent total benefit value and a cooperative total benefit value; performing difference processing on the independent total benefit value and the cooperation total benefit value through a utility function model, so as to obtain a total increase benefit value of the cooperation energy system set; and carrying out Shapley value method processing on the total increase income value to obtain the increase income data of each subset terminal in the cooperative energy system set. The embodiment of the invention obtains the increased income value of each subset terminal by increasing the income value to the total, thereby optimizing the income data of each subset terminal; through reasonable quantification of the income data of the comprehensive energy, the error of the distribution and the processing of the income data of the comprehensive energy is reduced, and then the income data distribution of the comprehensive energy of the industrial park is optimized.
Description
Technical field
The present invention relates to micro-capacitance sensor technical field, more particularly to a kind of industrial park integrated energy system distribution of income
Methods, devices and systems.
Background technology
Continuous development with electric system and the increasingly depleted with fossil energy and atmosphere pollution are increasingly
Seriously, integrated energy system has received widespread attention.Integrated energy system (integrated energy system, IES) is made
For the element of energy internet, (such as a city, community or industrial park) can be realized in a region
Effective scheduling and efficiently utilization to different energy sources.However in integrated energy system participative decision making main body (such as supplier of electricity,
Cooling side and heat supply side etc.) scale compares traditional power grid and sharply increases, and each decision-maker has different characteristics, and belongs to
Different Interest Main Bodies, and in the integrated energy system of industrial park, to the avail data sendout of multiple participative decision making main bodys
It is improper to change, and easily influences the fairness of industrial park integrated energy system distribution of income.
The main body of traditional power grid participative decision making is single, and the participative decision making main body of integrated energy system is more.It was realizing
Cheng Zhong, inventor have found that at least there are the following problems in traditional technology:Traditional power grid since the main body of participative decision making is single,
Distribution of income is simple;And the participative decision making main body of integrated energy system is more, to the avail data point of multiple participative decision making main bodys
It is improper with quantifying, it is easy to cause the avail data unfair distribution to industrial park integrated energy system and puts down.
The content of the invention
Based on this, it is necessary to the avail data distribution quantization for traditional industrial park integrated energy system is improper, and
Cause the malapportioned problem of avail data, provide a kind of industrial park integrated energy system income distribution method, device and
System.
To achieve these goals, on the one hand, an embodiment of the present invention provides a kind of industrial park integrated energy system receipts
Beneficial distribution method, comprises the following steps:
When the preset schedule period arrives, the initial data for each energy resource system for being laid in default industrial park is obtained;
By independent earnings pattern, each initial data is handled, obtains the independent aggregate earnings value of separate energy source system set;
Independent earnings pattern is to be generated according to the operation parameters of separate energy source system set;
By cooperation benefit model, each initial data is handled, obtains the cooperation aggregate earnings value of cooperation energy resource system set;
Cooperation benefit model is to be generated according to the operation parameters of cooperation energy resource system set;
By utility function model, difference processing is carried out to independent aggregate earnings value and cooperation aggregate earnings value, obtains cooperation energy
Total additional income numerical value of source system set;
The processing of Shapley values method is carried out to total additional income numerical value, obtains each subset terminals in cooperation energy resource system set
The increased avail data within each dispatching cycle respectively;Each division preset schedule period dispatching cycle obtains.
In one of the embodiments, the processing of Shapley values method is carried out to total additional income numerical value, obtains the cooperation energy
Include after each subset terminals are within each dispatching cycle the step of increased avail data in system set:
Each subset terminals are monitored respectively in the net load curve of each dispatching cycle;
According to net load curve, being less than with energy financial value, net load value for subset terminals of the net load value more than zero is obtained
The energy supply financial value of zero subset terminals;
To carrying out contributrion margin conversion processing with energy financial value, obtain respectively using in subset terminals of the net load value more than zero
The avail data of energy terminal;And contributrion margin conversion processing is carried out to energy supply financial value, obtain the minus subset of net load value
The avail data of terminal is respectively energized in terminal.
In one of the embodiments, by utility function model, independent aggregate earnings value and cooperation aggregate earnings value are carried out
Difference processing, includes after the step of obtaining total additional income numerical value of cooperation energy resource system set:
The cost for obtaining the default cost and the default cost of cooperation energy resource system set of separate energy source system set is poor
Value;
It is poor that the cost difference of total additional income numerical value of cooperation energy resource system set, cooperation energy resource system set is carried out
Value processing, obtains the interactive total revenue data of cooperation energy resource system set.
In one of the embodiments, energy resource system is CCHP systems, distributed photovoltaic system or distributed energy storage system
System.
On the other hand, the embodiment of the present invention additionally provides a kind of industrial park integrated energy system distribution of income device, bag
It includes:
Initial data acquiring unit, for when the preset schedule period arrives, acquisition to be laid in each of default industrial park
The initial data of energy resource system;
Independent aggregate earnings value acquiring unit for passing through independent earnings pattern, handles each initial data, obtains independent energy
The independent aggregate earnings value of source system set;Independent earnings pattern is to be generated according to the operation parameters of separate energy source system set;
Cooperation aggregate earnings value acquiring unit for passing through cooperation benefit model, handles each initial data, obtains cooperation energy
The cooperation aggregate earnings value of source system set;Cooperation benefit model is to be generated according to the operation parameters of cooperation energy resource system set;
Total additional income numeric processing unit, it is total to independent aggregate earnings value and cooperation to receive for passing through utility function model
Benefit value carries out difference processing, obtains total additional income numerical value of cooperation energy resource system set;
Additional income value allocation unit for carrying out the processing of Shapley values method to total additional income numerical value, is cooperated
Each subset terminals increased avail data within each dispatching cycle respectively in energy resource system set;Each dispatching cycle is pre- for division
What if scheduling slot obtained.
In one of the embodiments, further include:
Subset terminals monitoring unit, for monitoring each subset terminals respectively in the net load curve of each dispatching cycle;
Financial value acquiring unit, for according to net load curve, obtain subset terminals of the net load value more than zero to use energy
The energy supply financial value of financial value, the minus subset terminals of net load value;
Financial value processing unit, for carrying out contributrion margin conversion processing with energy financial value, obtaining net load value and being more than
Respectively with the avail data of energy terminal in zero subset terminals;And contributrion margin conversion processing is carried out to energy supply financial value, it obtains net
The avail data of terminal is respectively energized in the minus subset terminals of load value.
On the other hand, the embodiment of the present invention additionally provides a kind of industrial park integrated energy system income distribution system, bag
It includes monitor supervision platform and connects several energy resource systems of monitor supervision platform;
Monitor supervision platform is used to perform the industrial park integrated energy system income distribution method of above-mentioned any one.
In one of the embodiments, monitor supervision platform includes the display of processor and connection processing device.
In one of the embodiments, energy resource system includes measurement meter;Measurement meter is used for the original of measured energy system
Beginning data;
Measurement meter is communicated to connect with monitor supervision platform.
On the other hand, the embodiment of the present invention additionally provides a kind of computer readable storage medium, is stored thereon with computer
The step of program, which realizes above-mentioned industrial park integrated energy system income distribution method when being executed by processor.
A technical solution in above-mentioned technical proposal has the following advantages that and advantageous effect:
Initial data by each energy resource system got, obtains independent aggregate earnings value and cooperation aggregate earnings value, so as to
Simplify the transfer process of integrated energy system avail data;It is total to independent aggregate earnings value and cooperation by utility function model
Financial value carries out difference processing, total additional income numerical value of cooperation energy resource system set is obtained, so as to optimize cooperation energy system
The avail data for set of uniting;The embodiment of the present invention is handled by carrying out Shapley values method to total additional income numerical value, is obtained each
The additional income numerical value of subset terminals, so as to optimize the avail data of each subset terminals;It is received by rationally quantifying comprehensive energy
Beneficial data, reduce the error of comprehensive energy avail data allocation processing, and then optimize to industrial park comprehensive energy income
The distribution of data.
Description of the drawings
Fig. 1 is the flow diagram of industrial park integrated energy system income distribution method embodiment 1 of the present invention;
Fig. 2 is the avail data process flow of integrated energy system income distribution method embodiment in industrial park of the present invention
Schematic diagram;
Fig. 3 is at the interactive total revenue data of integrated energy system income distribution method embodiment in industrial park of the present invention
Manage flow diagram;
Fig. 4 is the idiographic flow schematic diagram of integrated energy system income distribution method embodiment in industrial park of the present invention;
Fig. 5 is the structure diagram of industrial park integrated energy system distribution of income device embodiment 1 of the present invention;
Fig. 6 is the concrete structure schematic diagram of integrated energy system distribution of income device embodiment in industrial park of the present invention;
Fig. 7 is the structure diagram of industrial park integrated energy system income distribution system embodiment 1 of the present invention;
Fig. 8 is that the specific works framework of integrated energy system income distribution system embodiment in industrial park of the present invention is illustrated
Figure;
Fig. 9 is the distributed photovoltaic work structure of integrated energy system income distribution system embodiment in industrial park of the present invention
Frame schematic diagram;
Figure 10 is the distributed energy storage work structure of integrated energy system income distribution system embodiment in industrial park of the present invention
Frame schematic diagram.
Specific embodiment
For the ease of understanding the present invention, the present invention is described more fully below with reference to relevant drawings.In attached drawing
Give the preferred embodiment of the present invention.But the present invention can realize in many different forms, however it is not limited to herein
Described embodiment.On the contrary, the purpose that these embodiments are provided be make it is more thorough complete to the disclosure
Face.
It should be noted that when an element is considered as " connection " another element, it can be directly to separately
One element simultaneously in combination is integrated or may be simultaneously present centering elements.Term as used herein " interface " and
Similar statement is for illustrative purposes only.
Unless otherwise defined, technical field of all of technologies and scientific terms used here by the article with belonging to the present invention
The normally understood meaning of technical staff it is identical.Term used in the description of the invention herein is intended merely to retouch
State the purpose of specific embodiment, it is not intended that in the limitation present invention.Term as used herein " and/or " include one or
The arbitrary and all combination of multiple relevant Listed Items.
In order to solve the problems, such as that the avail data of traditional industrial park comprehensive energy is malapportioned, the present invention provides
A kind of industrial park integrated energy system income distribution method, device and system;Fig. 1 integrates energy for industrial park of the present invention
The flow diagram of source system benefit distribution method embodiment 1.As shown in Figure 1, it may include following steps:
Step S110 when the preset schedule period arrives, obtains the original for each energy resource system for being laid in default industrial park
Beginning data.
Wherein, scheduling slot refers to the period of industrial park comprehensive energy operational process.Industrial park may refer to
The place of integrated energy system is laid with, i.e. industrial park can be community or the cloth for being laid with integrated energy system
Industrial park equipped with integrated energy system.Integrated energy system refers to covering the energy for being integrated with power supply, heat supply, cooling etc.
Source system, integrated energy system may include several energy resource systems.Energy resource system refer to have the energy is supplied, is converted,
The system of the functions such as deposit and scheduling.Initial data refers to the power data of energy resource system, and initial data may include energy system
The load power data of system and operation power data etc..
Specifically, can be counted to the preset schedule period, triggering command is generated in the meter full preset schedule period, it is real
When obtain be laid in default industrial park each energy resource system initial data.In a specific example, predeterminable scheduling
Period is 30 days, then 30 days is counted, and when meter is 30 days full, by the triggering command of generation, acquisition in real time is laid in pre-
If the initial data of each energy resource system of industrial park, so as to quick obtaining to the initial data of industrial park comprehensive energy.
Step S120 by independent earnings pattern, handles each initial data, obtains the independence of separate energy source system set
Aggregate earnings value;Independent earnings pattern is to be generated according to the operation parameters of separate energy source system set.
Wherein, independent earnings pattern refers to that the operation income of the industrial park according to where separate energy source system set is joined
Measure the mathematical model of generation.Separate energy source system set refers to several separate energy sources in the integrated energy system of industrial park
The set that system is formed.Independent aggregate earnings value refers to that the initial data of separate energy source system set substitutes into independent earnings pattern
Handle obtained financial value.Operation parameters can be the operation income parameter of industrial park where separate energy source system set.It can
Choosing, operation parameters are included with electricity consumption income parameter, the hot income parameter of adapted and the cold income parameter of adapted etc..
Specifically, by the independent income module pre-established, each initial data is handled, can obtain independent energy
The independent aggregate earnings value of source system set, so as to simplify the transfer process of comprehensive energy avail data.
Step S130 by cooperation benefit model, handles each initial data, obtains the cooperation of cooperation energy resource system set
Aggregate earnings value;Cooperation benefit model is to be generated according to the operation parameters of cooperation energy resource system set.
Wherein, cooperation benefit model refers to that the operation income of the industrial park according to where cooperation energy resource system set is joined
Measure the mathematical model of generation.Cooperation energy resource system set refers to several cooperation energy in the integrated energy system of industrial park
The set that system is formed.Cooperation aggregate earnings value refers to that the initial data of cooperation energy resource system set substitutes into cooperation benefit model
Handle obtained financial value.Operation parameters can be the operation income parameter of industrial park where cooperation energy resource system set.It can
Choosing, operation parameters are included with electricity consumption income parameter, the hot income parameter of adapted and the cold income parameter of adapted etc..
Specifically, by the cooperation benefit module pre-established, each initial data is handled, cooperation energy can be obtained
The independent aggregate earnings value of source system set, so as to simplify the transfer process of comprehensive energy avail data.
By utility function model, difference processing is carried out to independent aggregate earnings value and cooperation aggregate earnings value by step S140,
Obtain total additional income numerical value of cooperation energy resource system set.
Wherein, utility function model can be according to the income parameter of separate energy source system set and cooperation energy resource system set
Income parameter and the mathematical model of structure that generates.Total additional income numerical value refers to the cooperation of cooperation energy resource system set
Aggregate earnings value, by utility function resume module, obtained additional income numerical value.
Specifically, according to the effect function model pre-established, it is poor that independent aggregate earnings value and cooperation aggregate earnings value are carried out
Value processing can obtain total additional income numerical value of cooperation energy resource system set, so as to optimize the receipts of cooperation energy resource system set
Beneficial data.
Step S150 carries out total additional income numerical value the processing of Shapley values method, obtains in cooperation energy resource system set
Each subset terminals increased avail data within each dispatching cycle respectively;Each dispatching cycle obtains for the division preset schedule period
's.
Wherein, subset terminals refer to participating in the terminal in cooperation energy resource system set in industrial park, optionally,
Subset terminals include electric network terminal, power generation terminal and user terminal etc..The division of dispatching cycle can be obtained according to the preset schedule period
It arrives, if for example, the preset schedule period is 1 day, scheduling slot is divided into 24 dispatching cycles, then 1 dispatching cycle is small for 1
When.
Specifically, carrying out the processing of Shapley values method to total additional income data of cooperation energy resource system set, can obtain
Each subset terminals increased avail data within each dispatching cycle respectively in cooperation energy resource system set, so as to optimize each son
Collect the avail data of terminal.
Above-mentioned industrial park integrated energy system income distribution method embodiment, by the initial data got, obtains
Independent aggregate earnings value and cooperation aggregate earnings value, so as to simplify the transfer process of comprehensive energy avail data;Pass through utility function
Model carries out difference processing to independent aggregate earnings value and cooperation aggregate earnings value, and total increase for obtaining cooperation energy resource system set is received
Beneficial numerical value, so as to optimize the avail data of cooperation energy resource system set;By carrying out Shapley to total additional income numerical value
The processing of value method, obtains the additional income numerical value of each subset terminals, so as to optimize the avail data of each subset terminals, reasonable amount
Comprehensive energy avail data is changed, has reduced the error of comprehensive energy avail data allocation processing, and then optimized to industry park
The avail data distribution of area's comprehensive energy.
In a specific embodiment, as shown in Fig. 2, being integrated energy system distribution of income in industrial park of the present invention
The avail data process flow schematic diagram of embodiment of the method.The processing of Shapley values method is carried out to total additional income numerical value, is obtained
It can be wrapped after each subset terminals are respectively within each dispatching cycle the step of increased avail data in cooperation energy resource system set
It includes:
Step 210, each subset terminals are monitored respectively in the net load curve of each dispatching cycle.
Wherein, net load curve refers to characterizing the curve that load changes at any time in the energy resource system of industrial park.
It specifically, can be by obtaining each subset terminals respectively in the load value of each dispatching cycle, to monitor each height in real time
Collect the net load curve of terminal.
Step 220, according to net load curve, subset terminals of the acquisition net load value more than zero use energy financial value, bear only
The energy supply financial value of the minus subset terminals of charge values.
Wherein, net load value refer to total energy source data that subset terminals obtain within dispatching cycle and subset terminals from
Bear remaining load value after lotus is offset.Net load value can each subset terminals obtained respectively within each dispatching cycle.Only
Subset terminals of the load value more than zero can include each energy user terminal;The minus subset terminals of net load value can include each
Energize user terminal.
Step 230, to carrying out contributrion margin conversion processing with energy financial value, it is whole to obtain subset of the net load value more than zero
Respectively with the avail data of energy terminal in end;And contributrion margin conversion processing is carried out to energy supply financial value, it obtains net load value and is less than
The avail data of terminal is respectively energized in zero subset terminals.
Wherein, contributrion margin refer in subset terminals each terminal in subset with the not difference in subset.Respectively use energy
The avail data of terminal can be handled with financial value by contributrion margin, obtained income difference.The receipts of each energy supply terminal
Beneficial data can be handled for financial value by contributrion margin, obtained income difference.
Specifically, by monitoring each subset terminals respectively in the net load curve of each dispatching cycle, net load value is obtained
Using for subset terminals more than zero can financial value, the energy supply financial value of the minus subset terminals of net load value;By to energy
Financial value carries out contributrion margin conversion processing, obtains in subset terminals of the net load value more than zero respectively with the income number of energy terminal
According to;By carrying out contributrion margin conversion processing to energy supply financial value, obtain respectively energizing in the minus subset terminals of net load value
The avail data of terminal realizes and each avail data with energy terminal and each energy supply terminal that subset terminals include is distributed, excellent
Change each avail data with energy terminal and each energy supply terminal to distribute.
In a specific embodiment, as shown in figure 3, being integrated energy system distribution of income in industrial park of the present invention
The interactive total revenue flow chart of data processing schematic diagram of embodiment of the method 1, by utility function model, to independent aggregate earnings value and
Cooperation aggregate earnings value carries out difference processing, includes after the step of obtaining total additional income numerical value of cooperation energy resource system set:
Step S310 obtains the default cost of separate energy source system set and the default cost of cooperation energy resource system set
Cost difference.
Step S320 is poor by the cost of total additional income numerical value of cooperation energy resource system set, cooperation energy resource system set
Value carries out difference processing, obtains the interactive total revenue data of cooperation energy resource system set.
Wherein, the default cost of separate energy source system set may include the operating cost data of separate energy source system set
With construction cost data.The default cost of cooperation energy resource system set may include the operating cost number of separate energy source system set
According to construction cost data.Interactive total revenue data can be removed in total additional income numerical value of cooperation energy resource system set
The avail data of cost difference.
Specifically, the default cost of the separate energy source system set to getting and cooperation energy resource system set are passed through
Default cost cost difference, difference processing is carried out with total additional income numerical value of cooperation energy resource system set, so as to obtain
The interactive total revenue data of cooperation energy resource system set, and then further optimize the cooperation energy in the comprehensive energy of industrial park
The avail data distribution of system set.
It, can be according between each subset terminals included in cooperation energy resource system set in a specific embodiment
Interaction, the resource data (including cost data and power data etc.) of generation, can framework interactive response earnings pattern such as
Under:
SIR=Ppcepc-PdcCdc-PIRCIR
Wherein, SIRFor interactive income numerical value;PpcFor power grid peak clipping capacity;epcUnit price is compensated for interactive response; PdcTo be straight
Control resource;CdcDirectly to control resource unit costs;PIRFor garden interactive resources;CIRFor interactive resources unit cost.
It by obtaining the resource data of cooperation energy resource system set, and substitutes into interactive response earnings pattern and is handled, just
The avail data of cooperation energy resource system set can quickly be obtained.
In a specific embodiment, energy resource system is CCHP (Combined Cooling Heating and
Power:Thermoelectric cold cogeneration) system, distributed photovoltaic system or distributed energy storage system.
Specifically, industrial park comprehensive energy may include CCHP systems, distributed photovoltaic system or distributed energy storage system
In one kind or any combination.
In a specific embodiment, as shown in figure 4, being integrated energy system distribution of income in industrial park of the present invention
The idiographic flow schematic diagram of embodiment of the method, it may include following steps:
Step S410 when the preset schedule period arrives, obtains the original for each energy resource system for being laid in default industrial park
Beginning data.
Step S420 by independent earnings pattern, handles each initial data, obtains the independence of separate energy source system set
Aggregate earnings value;Independent earnings pattern is to be generated according to the operation parameters of separate energy source system set.
Step S430 by cooperation benefit model, handles each initial data, obtains the cooperation of cooperation energy resource system set
Aggregate earnings value;Cooperation benefit model is to be generated according to the operation parameters of cooperation energy resource system set.
By utility function model, difference processing is carried out to independent aggregate earnings value and cooperation aggregate earnings value by step S440,
Obtain total additional income numerical value of cooperation energy resource system set.
Step S450 obtains the default cost of separate energy source system set and the default cost of cooperation energy resource system set
Cost difference.
Step S460 is poor by the cost of total additional income numerical value of cooperation energy resource system set, cooperation energy resource system set
Value carries out difference processing, obtains the interactive total revenue data of cooperation energy resource system set.
Step S470 carries out interactive total revenue data the processing of Shapley values method, obtains in cooperation energy resource system set
Each subset terminals increased avail data within each dispatching cycle respectively;Each dispatching cycle obtains for the division preset schedule period
's.
In a specific embodiment, Shapley values method can be:
Wherein:
Wherein, i participates in main body, S for some in cooperation energy resource system setiRepresent institute in cooperation energy resource system set
There is the subset for including i-th of participation main body;|Si| represent subset SiIn the participation main body number that includes; v(Si)-v(Si-i{})
Main body is participated in subset S for i-thiContributrion margin, i.e., member i is in subset SiWith not in subset SiWhen income difference;W(|Si
|) it is subset SiThe probability of appearance.It can be electric network terminal, power generation terminal and user terminal to participate in main body.
It, can be according to cooperative game theory, based on being laid in the several of default industrial park in a specific embodiment
The set M that energy resource system is formed, framework utility function model:
V (M)=Cind(M)-Ccoa(M)
Wherein, set M can be made of electric network terminal, power generation terminal and user terminal;V (M) is increased for set M
Avail data;Cind(M) it is the total revenue numerical value of separate energy source system set, Ccoa(M) it is total receipts of cooperation energy resource system set
Beneficial numerical value.
By obtaining Cind(M) and Ccoa(M), and substitute into utility function model and handled, so that it may quickly obtain set M
Increased avail data.
Industrial park integrated energy system distribution of income device embodiment 1 of the present invention:
Technical concept based on above method, while in order to solve traditional industrial park comprehensive energy avail data point
It is big with resultant error, cause the malapportioned problem of avail data of industrial park comprehensive energy, the present invention also provides one
Kind industrial park integrated energy system distribution of income device embodiment 1.Fig. 5 receives for industrial park integrated energy system of the present invention
The structure diagram of beneficial distributor embodiment 1;As shown in figure 5, the device can include:
Initial data acquiring unit 510, for when the preset schedule period arrives, acquisition to be laid in default industrial park
Each energy resource system initial data.
Independent aggregate earnings value acquiring unit 520 for passing through independent earnings pattern, handles each initial data, obtains independence
The independent aggregate earnings value of energy resource system set;Independent earnings pattern is to be generated according to the operation parameters of separate energy source system set
's.
Cooperation aggregate earnings value acquiring unit 530 for passing through cooperation benefit model, handles each initial data, is cooperated
The cooperation aggregate earnings value of energy resource system set;Cooperation benefit model is to be generated according to the operation parameters of cooperation energy resource system set
's.
Total additional income numeric processing unit 540, for passing through utility function model, to independent aggregate earnings value and cooperation
Aggregate earnings value carries out difference processing, obtains total additional income numerical value of cooperation energy resource system set.
Additional income value allocation unit 550 for carrying out the processing of Shapley values method to total additional income numerical value, is closed
Make in energy resource system set each subset terminals increased avail data within each dispatching cycle respectively;Each dispatching cycle is division
The preset schedule period obtains.
In a specific embodiment, as shown in fig. 6, being filled for integrated energy system distribution of income in industrial park of the present invention
The concrete structure schematic diagram of embodiment 1 is put, which may also include:
Subset terminals monitoring unit 610, for monitoring each subset terminals respectively in the net load curve of each dispatching cycle.
Financial value acquiring unit 620, for according to net load curve, obtaining subset terminals of the net load value more than zero
With energy financial value, the energy supply financial value of the minus subset terminals of net load value.
Financial value processing unit 630, for carrying out contributrion margin conversion processing with energy financial value, obtaining net load value
Respectively with the avail data of energy terminal in subset terminals more than zero;And contributrion margin conversion processing is carried out to energy supply financial value, it obtains
The avail data of terminal is respectively energized into the minus subset terminals of net load value.
It should be noted that the industrial park integrated energy system distribution of income device embodiment of above-mentioned fully-mechanized mining working
Each unit module, can correspond to realize it is corresponding in above-mentioned each embodiment of industrial park integrated energy system income distribution method
Process step and in corresponding each embodiment of industrial park integrated energy system income distribution method to each noun
Explanation be also applied for industrial park integrated energy system distribution of income device embodiment, it is no longer repeated herein.
Above-mentioned industrial park integrated energy system distribution of income device embodiment, can by additional income value allocation unit
The additional income numerical value of each subset terminals is obtained, so as to optimize the avail data of each subset terminals;It is handled by financial value single
Member can respectively obtain each energy terminal and the avail data of each energy supply terminal, so as to rationally quantify comprehensive energy avail data,
The error of comprehensive energy avail data allocation processing is reduced, and then optimizes the avail data to industrial park comprehensive energy
Distribution.
Industrial park integrated energy system income distribution system embodiment 1 of the present invention:
Fig. 7 is the structure diagram of industrial park integrated energy system income distribution system embodiment 1 of the present invention;Such as Fig. 7
It is shown, monitor supervision platform can be included and connect several energy resource systems of monitor supervision platform;
Monitor supervision platform is used to perform the industrial park integrated energy system income distribution method of above-mentioned any one.
Wherein, monitor supervision platform can be connected with each energy resource system wireless communication, and monitor supervision platform also can be wired with each energy resource system
Communication connection.
Above-mentioned industrial park integrated energy system income distribution system embodiment, each energy can be obtained by monitor supervision platform
The initial data of system, and pass through monitor supervision platform to original data processing, each subset in cooperation energy resource system set can be obtained
The additional income data of terminal, improve the efficiency to industrial park comprehensive energy data processing, reduce comprehensive energy income
The error of data allocation processing, and then optimize the avail data distribution to industrial park comprehensive energy.
In a specific embodiment, monitor supervision platform includes the display of processor and connection processing device.
In a specific embodiment, energy resource system includes measurement meter;Measurement meter is for measured energy system
Initial data;Measurement meter is communicated to connect with monitor supervision platform.
Optionally, measurement meter can be ammeter, calorimeter and cold meter etc..
In order to more specific description industrial park comprehensive energy avail data distribution processing optimization process, with reference to
The concrete application scene of industrial park illustrates the present invention embodiment industrial park integrated energy system income distribution system
The course of work.
In a specific embodiment, as shown in figure 8, being integrated energy system distribution of income in industrial park of the present invention
The specific works framework schematic diagram of system embodiment 1, it may include monitor supervision platform and the industrial park synthesis for connecting monitor supervision platform
Energy resource system;Industrial park integrated energy system may include distributed energy storage system, CCHP systems, distributed photovoltaic system and
User terminal.
Ammeter (such as ammeter 2 and ammeter 5) is connected between distributed energy storage system and transmission line;CCHP systems and transmission line
Between connect measurement meter (such as ammeter 3);Connected respectively between CCHP systems and user terminal measurement meter (such as calorimeter and
Cold meter 1);Measurement meter (such as ammeter 4) is connected between distributed photovoltaic system and transmission line;User terminal and transmission line it
Between connect measurement meter (such as ammeter 4);Measurement meter is connected between user terminal and water cold storage equipment (water cold storage central air-conditioning)
(cold meter 2).Wherein, transmission line includes higher level's transmission line and downlink transfer line;Connect between uplink line and downlink transfer line
It is connected to measurement meter (such as ammeter 1 and ammeter 7).The specific effect of each gage mark is as follows:
Ammeter 1:Measure the electricity at the critical point between industrial park power grid and higher level's power grid;
Ammeter 2:Bidirectional measuring meter is set at distributed energy storage system grid connection point, for measuring distributed energy storage
Charge/discharge electricity amount, ammeter 2 measure the charge/discharge electricity amount that distributed energy storage is directly controlled in operator;
Ammeter 3:Measure the electricity that CCHP systems generate in industrial park;
Ammeter 4:The power generation electricity of metering user side distributed photovoltaic system;
Ammeter 5:Directly control the charge/discharge electricity amount of distributed energy storage in metering user side;
Ammeter 6:The electric load of metering user terminal;
Ammeter 7:Metering user terminal and the electricity of CCHP system interactions;
Calorimeter:The heat supplied in metering industrial park by CCHP systems;
Cold meter 1:The cold supplied in metering industrial park by CCHP systems;
Cold meter 2:Metering water cold storage equipment releases cold.
Monitor supervision platform is by obtaining the initial data of each measurement meter, by performing above-mentioned industrial park comprehensive energy
The embodiment of system benefit distribution method can quickly obtain the avail data of each participation main body, be received so as to reduce comprehensive energy
The error of beneficial data allocation processing, and then optimize the avail data distribution to industrial park comprehensive energy.
As shown in figure 9, the distributed light for industrial park integrated energy system income distribution system embodiment 1 of the present invention
Framework of work schematic diagram is lied prostrate, distributed photovoltaic system can be laid on the roof of user, by distributed photovoltaic system grid connection
Point at distributed photovoltaic power generation system is connected at user terminal, so as to measure distributed photovoltaic system by measurement meter
The power generation electricity of system;By connecting meter at the points of common connection at distributed photovoltaic system grid connection point between higher level's power grid
Scale meter, so as to can realize metering user terminal with power consumption and the anti-electricity for serving grade power grid of distributed photovoltaic system.
As shown in Figure 10, it is the distributed storage of industrial park integrated energy system income distribution system embodiment 1 of the present invention
Energy framework of work schematic diagram, sets bidirectional measuring meter, for measuring distributed energy storage at distributed energy storage system grid connection point
Charge/discharge electricity amount.Due to the electric discharge behavior of distributed energy storage system, will cause user at higher level's power grid points of common connection under
Net power reduces, can be by distributed energy storage system power supply, to reduce user terminal electric cost.
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality
It applies all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, the scope that this specification is recorded all is considered to be.In addition, one of ordinary skill in the art will appreciate that on realizing
All or part of flow in embodiment method is stated, is that relevant hardware can be instructed to complete by computer program, institute
The program stated can be stored in a non-volatile computer read/write memory medium, and in the embodiment of the present invention, which can
It is stored in the storage medium of computer system, and is performed by least one processor in the computer system, to realize bag
Include the flow of the embodiment such as above-mentioned each industrial park integrated energy system income distribution method.
In one embodiment, a kind of storage medium is also provided, is stored thereon with computer program, wherein, the program quilt
It is realized when processor performs such as any one industrial park integrated energy system income distribution method in the various embodiments described above.
Wherein, the storage medium can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random
Storage memory (Random Access Memory, RAM) etc..
The computer storage media, the computer program of storage, by realizing that including above-mentioned each industrial park such as integrates
The flow of the embodiment of energy resource system income distribution method optimizes the avail data distribution to industrial park comprehensive energy.
Embodiment described above only expresses the several embodiments of the present invention, and description is more specific and detailed, but simultaneously
It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that come for those of ordinary skill in the art
It says, without departing from the inventive concept of the premise, various modifications and improvements can be made, these belong to the guarantor of the present invention
Protect scope.Therefore, the protection domain of patent of the present invention should be determined by the appended claims.
Claims (10)
1. a kind of industrial park integrated energy system income distribution method, which is characterized in that comprise the following steps:
When the preset schedule period arrives, the initial data for each energy resource system for being laid in default industrial park is obtained;
By independent earnings pattern, each initial data is handled, obtains the independent aggregate earnings value of separate energy source system set;Institute
It is to be generated according to the operation parameters of the separate energy source system set to state independent earnings pattern;
By cooperation benefit model, each initial data is handled, obtains the cooperation aggregate earnings value of cooperation energy resource system set;Institute
It is to be generated according to the operation parameters of the cooperation energy resource system set to state cooperation benefit model;
By utility function model, difference processing is carried out to the independent aggregate earnings value and the cooperation aggregate earnings value, obtains institute
State total additional income numerical value of cooperation energy resource system set;
The processing of Shapley values method is carried out to total additional income numerical value, obtains each subset in the cooperation energy resource system set
The terminal increased avail data within each dispatching cycle respectively;Each dispatching cycle obtains to divide the preset schedule period
's.
2. integrated energy system income distribution method in industrial park according to claim 1, which is characterized in that described to institute
It states total additional income numerical value and carries out Shapley values method and handle, obtain in the cooperation energy resource system set each subset terminals each
Include afterwards the step of increased avail data in dispatching cycle:
Each subset terminals are monitored respectively in the net load curve of each dispatching cycle;
According to the net load curve, being less than with energy financial value, net load value for subset terminals of the net load value more than zero is obtained
The energy supply financial value of zero subset terminals;
Contributrion margin conversion processing is carried out with energy financial value to described, is obtained each in subset terminals of the net load value more than zero
With the avail data of energy terminal;And contributrion margin conversion processing is carried out to the energy supply financial value, it is small to obtain the net load value
The avail data of terminal is respectively energized in zero subset terminals.
3. integrated energy system income distribution method in industrial park according to claim 1, which is characterized in that described to pass through
Utility function model carries out difference processing to the independent aggregate earnings value and the cooperation aggregate earnings value, obtains the cooperation energy
Include after the step of total additional income numerical value of source system set:
Obtain the cost of the default cost of the separate energy source system set and the default cost of the cooperation energy resource system set
Difference;
The cost difference of total additional income numerical value of the cooperation energy resource system set, the cooperation energy resource system set is carried out
Difference processing, obtains the interactive total revenue data of the cooperation energy resource system set.
4. the industrial park integrated energy system income distribution method according to claims 1 to 3 any one, feature exist
In the energy resource system is CCHP systems, distributed photovoltaic system or distributed energy storage system.
5. a kind of industrial park integrated energy system distribution of income device, which is characterized in that including:
Initial data acquiring unit, for when the preset schedule period arrives, obtaining each energy for being laid in default industrial park
The initial data of system;
Independent aggregate earnings value acquiring unit for passing through independent earnings pattern, handles each initial data, obtains separate energy source
The independent aggregate earnings value of system set;The independent earnings pattern is to be given birth to according to the operation parameters of the separate energy source system set
Into;
Cooperation aggregate earnings value acquiring unit for passing through cooperation benefit model, handles each initial data, obtains the cooperation energy
The cooperation aggregate earnings value of system set;The cooperation benefit model is to be given birth to according to the operation parameters of the cooperation energy resource system set
Into;
Total additional income numeric processing unit, for passing through utility function model, to the independent aggregate earnings value and the cooperation
Aggregate earnings value carries out difference processing, obtains total additional income numerical value of the cooperation energy resource system set;
Additional income value allocation unit for carrying out the processing of Shapley values method to total additional income numerical value, obtains the conjunction
Make in energy resource system set each subset terminals increased avail data within each dispatching cycle respectively;Each dispatching cycle is to draw
Divide what the preset schedule period obtained.
6. integrated energy system distribution of income device in industrial park according to claim 5, which is characterized in that further include:
Subset terminals monitoring unit, for monitoring each subset terminals respectively in the net load curve of each dispatching cycle;
Financial value acquiring unit, for according to the net load curve, obtain subset terminals of the net load value more than zero to use energy
The energy supply financial value of financial value, the minus subset terminals of net load value;
Financial value processing unit for carrying out contributrion margin conversion processing with energy financial value to described, obtains the net load value
Respectively with the avail data of energy terminal in subset terminals more than zero;And the energy supply financial value is carried out at contributrion margin conversion
Reason obtains respectively energizing the avail data of terminal in the minus subset terminals of net load value.
7. a kind of industrial park integrated energy system income distribution system, which is characterized in that including monitor supervision platform and connection institute
State several energy resource systems of monitor supervision platform;
Industrial park integrated energy system income of the monitor supervision platform described in for any one in perform claim requirement 1 to 4
Distribution method.
8. integrated energy system income distribution system in industrial park according to claim 7, which is characterized in that the monitoring
Platform includes the display of processor and the connection processor.
9. integrated energy system income distribution system in industrial park according to claim 7, which is characterized in that the energy
System includes measurement meter;The measurement meter is used to measure the initial data of the energy resource system;
The measurement meter is communicated to connect with the monitor supervision platform.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The step of industrial park integrated energy system income distribution method described in Claims 1-4 any one is realized during execution.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711322691.7A CN108062721B (en) | 2017-12-12 | 2017-12-12 | Income distribution method, device and system for industrial park comprehensive energy system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201711322691.7A CN108062721B (en) | 2017-12-12 | 2017-12-12 | Income distribution method, device and system for industrial park comprehensive energy system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN108062721A true CN108062721A (en) | 2018-05-22 |
CN108062721B CN108062721B (en) | 2020-09-01 |
Family
ID=62138248
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201711322691.7A Active CN108062721B (en) | 2017-12-12 | 2017-12-12 | Income distribution method, device and system for industrial park comprehensive energy system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN108062721B (en) |
Cited By (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112257951A (en) * | 2020-11-02 | 2021-01-22 | 国网安徽省电力有限公司合肥供电公司 | Optimized operation method of comprehensive energy system and power distribution company based on cooperative game |
CN112669052A (en) * | 2020-12-04 | 2021-04-16 | 国网辽宁省电力有限公司经济技术研究院 | Flexible income distribution method for park comprehensive energy system participating in peak shaving |
CN113935549A (en) * | 2021-11-22 | 2022-01-14 | 国家电投集团雄安能源有限公司 | Comprehensive intelligent energy optimization scheduling system |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8417480B2 (en) * | 2007-08-30 | 2013-04-09 | John P. Havener | Control asset comparative performance analysis system and methodology |
CN106548291A (en) * | 2016-11-07 | 2017-03-29 | 国网山东省电力公司电力科学研究院 | A kind of micro-capacitance sensor on-road efficiency distribution method based on Shapley values |
-
2017
- 2017-12-12 CN CN201711322691.7A patent/CN108062721B/en active Active
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8417480B2 (en) * | 2007-08-30 | 2013-04-09 | John P. Havener | Control asset comparative performance analysis system and methodology |
CN106548291A (en) * | 2016-11-07 | 2017-03-29 | 国网山东省电力公司电力科学研究院 | A kind of micro-capacitance sensor on-road efficiency distribution method based on Shapley values |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112257951A (en) * | 2020-11-02 | 2021-01-22 | 国网安徽省电力有限公司合肥供电公司 | Optimized operation method of comprehensive energy system and power distribution company based on cooperative game |
CN112257951B (en) * | 2020-11-02 | 2023-12-19 | 国网安徽省电力有限公司合肥供电公司 | Comprehensive energy system and power distribution company optimized operation method based on cooperative game |
CN112669052A (en) * | 2020-12-04 | 2021-04-16 | 国网辽宁省电力有限公司经济技术研究院 | Flexible income distribution method for park comprehensive energy system participating in peak shaving |
CN113935549A (en) * | 2021-11-22 | 2022-01-14 | 国家电投集团雄安能源有限公司 | Comprehensive intelligent energy optimization scheduling system |
Also Published As
Publication number | Publication date |
---|---|
CN108062721B (en) | 2020-09-01 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN113746144B (en) | Source-grid-load real-time interaction electric carbon control method and intelligent management system thereof | |
CN107895971A (en) | Regional Energy internet dispatching method based on stochastic programming and Model Predictive Control | |
Rastegar et al. | Outage management in residential demand response programs | |
CN102598583B (en) | The method controlling network system | |
CN107403256B (en) | Photovoltaic micro-grid battery energy storage configuration method considering demand response uncertainty | |
CN107545364B (en) | User response strategy optimization method for excitation type power demand response | |
CN104680339B (en) | A kind of household electrical appliance dispatching method based on Spot Price | |
CN114511128A (en) | Carbon emission data processing method and device, storage medium and processor | |
CN108062721A (en) | Income distribution method, device and system for industrial park comprehensive energy system | |
CN112036934A (en) | Quotation method for participation of load aggregators in demand response considering thermoelectric coordinated operation | |
Xiao et al. | Optimal scheduling of regional integrated energy system considering multiple uncertainties and integrated demand response | |
CN106097154A (en) | The dispatching method of a kind of industrial park energy centre and system | |
CN107612041A (en) | One kind consideration is probabilistic to be based on the automatic demand response method of event driven micro-capacitance sensor | |
CN104408663A (en) | User demand response dispatching system and method of smart grid | |
CN114358432A (en) | Multi-energy system optimization scheduling method and device considering demand response and carbon transaction | |
CN107248017A (en) | A kind of real-time generation schedule optimization method for considering cogeneration of heat and power | |
CN108805449A (en) | Cooperative game method for cost sharing and income distribution of comprehensive energy system | |
CN114707776A (en) | Carbon emission double control-based low-carbon energy consumption optimization system and method | |
CN115689166A (en) | Method and system for aggregated utilization of regional distributed energy resources | |
Wang et al. | Optimal operation of energy hub considering reward-punishment ladder carbon trading and electrothermal demand coupling | |
CN113885367A (en) | Building energy efficiency management control system and method | |
CN102598579A (en) | Method of controlling network system | |
CN113935856A (en) | Method and device for controlling electric energy, processor and computer readable storage medium | |
Gao et al. | Multi-energy sharing optimization for a building cluster towards net-zero energy system | |
CN115663832A (en) | Source network and storage interactive game operation strategy for multi-energy complementary power distribution system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |